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Template-free Data-to-Text Generation of Finnish Sports News
News articles such as sports game reports are often thought to closely f...
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Generating Long Financial Report using Conditional Variational Autoencoders with Knowledge Distillation
Automatically generating financial report from a piece of news is quite ...
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CLARA: Clinical Report Auto-completion
Generating clinical reports from raw recordings such as X-rays and elect...
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Macro-Economic Time Series Modeling and Interaction Networks
Macro-economic models describe the dynamics of economic quantities. The ...
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This Email Could Save Your Life: Introducing the Task of Email Subject Line Generation
Given the overwhelming number of emails, an effective subject line becom...
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A spatial agent based model for simulating and optimizing networked eco-industrial systems
Industrial symbiosis involves creating integrated cycles of by-products ...
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MSC: A Dataset for Macro-Management in StarCraft II
Macro-management is an important problem in StarCraft, which has been st...
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Automatically Generating Macro Research Reports from a Piece of News
Automatically generating macro research reports from economic news is an important yet challenging task. As we all know, it requires the macro analysts to write such reports within a short period of time after the important economic news are released. This motivates our work, i.e., using AI techniques to save manual cost. The goal of the proposed system is to generate macro research reports as the draft for macro analysts. Essentially, the core challenge is the long text generation issue. To address this issue, we propose a novel deep learning technique based approach which includes two components, i.e., outline generation and macro research report generation.For the model performance evaluation, we first crawl a large news-to-report dataset and then evaluate our approach on this dataset, and the generated reports are given for the subjective evaluation.
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